Fix-A-Step: Semi-supervised Learning from Uncurated Unlabeled Data

Fix-A-Step: Semi-supervised Learning from Uncurated Unlabeled Data

25 August 2022

Mary-Joy Sidhom

Papers citing "Fix-A-Step: Semi-supervised Learning from Uncurated Unlabeled Data"

10 / 10 papers shown

Title
Re-Evaluating the Impact of Unseen-Class Unlabeled Data on Semi-Supervised Learning Model Rundong He Yicong Dong Lanzhe Guo Yilong Yin Tailin Wu 24 0 0 02 Mar 2025
ProSub: Probabilistic Open-Set Semi-Supervised Learning with Subspace-Based Out-of-Distribution Detection Erik Wallin Lennart Svensson Fredrik Kahl Lars Hammarstrand OODD 29 1 0 16 Jul 2024
Label Dropout: Improved Deep Learning Echocardiography Segmentation Using Multiple Datasets With Domain Shift and Partial Labelling Iman Islam Esther Puyol-Antón B. Ruijsink Andrew J. Reader Andrew P. King SyDa 27 0 0 12 Mar 2024
Semi-Supervised Multimodal Multi-Instance Learning for Aortic Stenosis Diagnosis Zhe Huang Xiaowei Yu B. Wessler Michael C. Hughes 19 2 0 09 Mar 2024
Systematic comparison of semi-supervised and self-supervised learning for medical image classification Zhe Huang Ruijie Jiang Shuchin Aeron M. C. Hughes SSL OOD 16 6 0 18 Jul 2023
Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance Learning Zhe Huang B. Wessler M. C. Hughes 9 3 0 25 May 2023
Improving Open-Set Semi-Supervised Learning with Self-Supervision Erik Wallin Lennart Svensson Fredrik Kahl Lars Hammarstrand 21 6 0 24 Jan 2023
Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning Junkai Huang Chaowei Fang Weikai Chen Z. Chai Xiaolin K. Wei Pengxu Wei Liang Lin Guanbin Li OODD 40 63 0 12 Aug 2021
Gradient Matching for Domain Generalization Yuge Shi Jeffrey S. Seely Philip H. S. Torr Siddharth Narayanaswamy Awni Y. Hannun Nicolas Usunier Gabriel Synnaeve OOD 205 246 0 20 Apr 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 235 3,029 0 09 Mar 2020